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A Neural Corpus Indexer for Document Retrieval



Yujing Wang , Yingyan Hou , Haonan Wang , Ziming Miao , Shibin Wu , Hao Sun , Qi Chen , Yuqing Xia , Chengmin Chi , Guoshuai Zhao , Zheng Liu , Xing Xie , Hao Allen Sun , Weiwei Deng , Qi Zhang , Mao Yang

* 18 pages, 4 figures 

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Slim-neck by GSConv: A better design paradigm of detector architectures for autonomous vehicles



Hulin Li , Jun Li , Hanbing Wei , Zheng Liu , Zhenfei Zhan , Qiliang Ren

* 10 pages, 11 figures 

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RetroMAE: Pre-training Retrieval-oriented Transformers via Masked Auto-Encoder



Zheng Liu , Yingxia Shao


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Ada-Ranker: A Data Distribution Adaptive Ranking Paradigm for Sequential Recommendation



Xinyan Fan , Jianxun Lian , Wayne Xin Zhao , Zheng Liu , Chaozhuo Li , Xing Xie

* 12 pages 

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A Novel Underwater Image Enhancement and Improved Underwater Biological Detection Pipeline



Zheng Liu , Yaoming Zhuang , Pengrun Jia , Chengdong Wu , Hongli Xu ang Zhanlin Liu

* 14 pages,14 figures 

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Towards Generalizable Semantic Product Search by Text Similarity Pre-training on Search Click Logs



Zheng Liu , Wei Zhang , Yan Chen , Weiyi Sun , Tianchuan Du , Benjamin Schroeder

* ECNLP 2022 
* 9 pages. ACL 2022 ECNLP Workshop 

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Towards Generalizeable Semantic Product Search by Text Similarity Pre-training on Search Click Logs



Zheng Liu , Wei Zhang , Yan Chen , Weiyi Sun , Michael Du , Benjamin Schroeder

* ECNLP 2021 
* 9 pages 

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Distill-VQ: Learning Retrieval Oriented Vector Quantization By Distilling Knowledge from Dense Embeddings



Shitao Xiao , Zheng Liu , Weihao Han , Jianjin Zhang , Defu Lian , Yeyun Gong , Qi Chen , Fan Yang , Hao Sun , Yingxia Shao , Denvy Deng , Qi Zhang , Xing Xie

* Accepted by SIGIR 2022 

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A Mutually Reinforced Framework for Pretrained Sentence Embeddings



Junhan Yang , Zheng Liu , Shitao Xiao , Jianxun Lian , Lijun Wu , Defu Lian , Guangzhong Sun , Xing Xie


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Uni-Retriever: Towards Learning The Unified Embedding Based Retriever in Bing Sponsored Search



Jianjin Zhang , Zheng Liu , Weihao Han , Shitao Xiao , Ruicheng Zheng , Yingxia Shao , Hao Sun , Hanqing Zhu , Premkumar Srinivasan , Denvy Deng , Qi Zhang , Xing Xie


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